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Vibe Coding · Module 5 of 14

Understand and Review AI-Generated Code

Read changes before you keep them, follow data through the code, and always have a working version to go back to.

~15 min2 lessons1 ordering tasks2 checklists1 click challenges1 matching tasks
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What you'll learn

  1. 1

    Follow the Data, Ask Before Applying

    Find the files behind a feature, trace inputs to outputs, and make the AI explain its plan before it edits.

    Goal: Trace how a value moves from a form to the screen, and get an explanation before accepting a change.

    • Data flows like water
    • Explain, then apply
    • Project task: get a plan first
    • If AI gets stuck
    • Before you continue
  2. 2

    Review a Change and Undo It Safely

    Read a diff, spot risky lines, and use Git checkpoints to get back to a working version.

    Goal: Read a diff, identify the effect of each changed line, and return to the last working version with Git.

    • Reading a diff
    • Spot the risky line
    • Git in plain words
    • Project task: your first checkpoint
    • If AI gets stuck
    • Before you continue
What Vibe Coding Is (and Isn't)Programming Concepts You NeedTurn an Idea into a Clear PlanBuild the InterfaceSign-In with ClerkStore Data with SupabaseProduct Analytics with PostHogPayments and Receiving MoneyDebugging When AI Gets StuckSecurity, Privacy and QualityDeploy and LaunchImprove After LaunchOptional: From Web App to Mobile App